KEMLG - Grup d'Enginyeria del Coneixement i Aprenentatge Automàtic
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Articles de revista [87]
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Capítols de llibre [14]
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Llibres [1]
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Reports de recerca [90]
Recent Submissions
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Denoising wavefront sensor image with deep neural networks
(International Society for Photo-Optical Instrumentation Engineers (SPIE), 2020)
Conference report
Open AccessA classical closed-loop adaptive optics system with a Shack-Hartmann wavefront sensor (WFS) relies on a center of gravity approach to process the WFS information and an integrator with gain to produce the commands to a ... -
The role of intelligent decision support systems in sustainability: an end-user experience
(2019)
Conference lecture
Restricted access - publisher's policyThe paper presents a preliminary analysis of some intelligent decision support systems for sustainability from the point of view of the end user experience, by comparing up to four available systems. The role that these ... -
Evaluating University-Business Collaboration at Science Parks: a Business Perspective
(2020-07-01)
Article
Open AccessThe evaluation of the companies’ performance at University Science Parks (SPs) becomes essential in identifying the needs of the companies and the feasibility of the University-Business Collaboration (ubc). The companies’ ... -
GOPHER, an HPC framework for large scale graph exploration and inference
(Springer, 2020)
Conference report
Open AccessBiological ontologies, such as the Human Phenotype Ontology (HPO) and the Gene Ontology (GO), are extensively used in biomedical research to investigate the complex relationship that exists between the phenome and the ... -
Representació del coneixement: una síntesi
(1991-11)
External research report
Open AccessEn aquesta síntesi es presenta una visió global dels principals formalismes de representació del coneixement, que s'han desenvolupat al llarg de la història de la Intel·ligència Artificial. Aquesta revisió ve precedida ... -
Data augmentation for deep learning of non-mydriatic screening retinal fundus images
(Springer, 2018)
Conference report
Restricted access - publisher's policyFundus image is an effective and low-cost tool to screen for common retinal diseases. At the same time, Deep Learning (DL) algorithms have been shown capable of achieving similar or even better performance accuracies than ... -
El día después
(Universidad Nacional Autónoma de México, 2020-07-23)
Article
Open AccessSe exploran las implicaciones del uso de herramientas algorítmicas de rastreo de los contactos digitales usando una aplicación en dispositivos móviles conectados a Internet. En la prevención de la propagación de la COVID19, ... -
KLASS: estudi d'un sistema d'ajuda al tractament estadístic de grans bases de dades (Master Thesis)
(1991-03)
External research report
Open Access -
Fast single image defogging with robust sky detection
(Institute of Electrical and Electronics Engineers (IEEE), 2020-08-11)
Article
Open AccessHaze is a source of unreliability for computer vision applications in outdoor scenarios, and it is usually caused by atmospheric conditions. The Dark Channel Prior (DCP) has shown remarkable results in image defogging with ... -
Reputation-based maintenance in case-based reasoning
(2020-04-06)
Article
Open AccessCase Base Maintenance algorithms update the contents of a case base in order to improve case-based reasoner performance. In this paper, we introduce a new case base maintenance method called Reputation-Based Maintenance ... -
Agentes en la red
(Asociación de Técnicos de Informática, 1996-12)
Article
Open Access -
Aprendizaje autómatico
(Asociación de Técnicos de Informática, 1998-01)
Article
Open Access